System work: DL2SQL full integration of deep learning models in databases.
SOTA performance of Aspect-based Sentiment Analysis, via Data-centric approaches.
Partial-label learning SOTA performances with the help by contrastive learning.
AI/RL for database research.
by the ICI team
Built a data-driven AI tool to search for the optimal configuration specs for industrial 3D printers.
Key magics
AutoFE, active learning
by the ICI team
A low-code platform for quickly building models and deploy them, in the realm of chemistry folks:
selecting/generating chemicals, SMILES form representation, productivity ratio enhancement
Venibot.
by Mingfeng Ou and collaborators.
Dataset joining, knowledge graph injected into a deep neural network
by Yanchao Xu, the ICI team and collaborators.
Within 13 days, at a success rate of >90%, we managed to identify severel strong hexa- and hepta-peptides, some of which are on-par with penicillin
Key words
Coarse-to-fine funneling system, gigantic space global-search